• DocumentCode
    2704483
  • Title

    Time-space transform based Model Predictive Control for accelerated and controlled cooling process

  • Author

    Zheng, Yi ; Qiu, Hai ; Niu, Ran ; Li, Shaoyuan

  • Author_Institution
    Real-time Controls & Instrum. Lab., GE Global Res. - Shanghai, Shanghai, China
  • fYear
    2011
  • fDate
    9-13 May 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In accelerated & controlled cooling (ACC) process, the relationship between plate point´s temperature and the manipulated variable, plate velocity, is complicate and nonlinear with a time delay. A novel Model Predictive Control (MPC) is developed for precise control of the plate point´s final temperature (FT) with fast computational speed. The control objective of time-temperature curve (plate temperature evolution) is converted into a space distribution of plate temperature along cooling line, which simplifies the ACC model to a linear model then does beneficial to employ MPC directly for optimizing the FT of plate points. The predictive horizon and control horizon of MPC is reduced to one or two sample time since the space distribution of plate temperature contains the future information of plate point´s temperature, then dramatically reduce the computational burden. The simulation result shows the efficiency of the proposed method.
  • Keywords
    cooling; delays; hot rolling; nonlinear control systems; plates (structures); predictive control; temperature distribution; accelerated cooling process; control horizon; controlled cooling process; plate point temperature; plate velocity; predictive horizon; space distribution; temperature distribution; time delay; time-space transform based model predictive control; time-temperature curve;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-61284-386-5
  • Type

    conf

  • DOI
    10.1109/ICRA.2011.5980568
  • Filename
    5980568